DeepSeek-OCR and the DeepEncoder: A Technical Analysis of Contexts Optical Compression

A New Paradigm for Long-Context Processing: Contexts Optical Compression The Fundamental Challenge: The Quadratic Cost of Long-Context LLMs The operational efficacy of modern large language models (LLMs) is fundamentally constrained Read More …